{"id":"https://openalex.org/W2953255537","doi":"https://doi.org/10.1145/3325112.3325245","title":"The Data Firehose and AI in Government","display_name":"The Data Firehose and AI in Government","publication_year":2019,"publication_date":"2019-06-14","ids":{"openalex":"https://openalex.org/W2953255537","doi":"https://doi.org/10.1145/3325112.3325245","mag":"2953255537"},"language":"en","primary_location":{"id":"doi:10.1145/3325112.3325245","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325112.3325245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual International Conference on Digital Government Research","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026449465","display_name":"Teresa M. Harrison","orcid":"https://orcid.org/0000-0002-0898-5815"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teresa Harrison","raw_affiliation_strings":["University at Albany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Albany","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050889652","display_name":"Luis F. Luna\u2010Reyes","orcid":"https://orcid.org/0000-0002-0852-404X"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis F. Luna-Reyes","raw_affiliation_strings":["University at Albany, SUNY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Albany, SUNY","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048638135","display_name":"Theresa A. Pardo","orcid":null},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theresa Pardo","raw_affiliation_strings":["Center for Technology in Government, University at Albany, SUNY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Technology in Government, University at Albany, SUNY","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109428729","display_name":"Nic De Paula","orcid":null},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nic De Paula","raw_affiliation_strings":["University at Albany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Albany","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001670985","display_name":"Mahdi M. Najafabadi","orcid":"https://orcid.org/0000-0001-6095-8120"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahdi Najafabadi","raw_affiliation_strings":["University at Albany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Albany","institution_ids":["https://openalex.org/I392282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005898150","display_name":"Jillian Palmer","orcid":null},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jillian Palmer","raw_affiliation_strings":["Center for Technology in Government, University at Albany, SUNY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Technology in Government, University at Albany, SUNY","institution_ids":["https://openalex.org/I392282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2931,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92135781,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9602000117301941,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.788703978061676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6978613138198853},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6591950058937073},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5761446952819824},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5325566530227661},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.48844876885414124},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.46155592799186707},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4598134458065033},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4477779269218445},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.4147479236125946},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36914318799972534},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18050482869148254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17812368273735046},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.15752586722373962},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1326705813407898},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10951173305511475},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10263246297836304}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.788703978061676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6978613138198853},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6591950058937073},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5761446952819824},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5325566530227661},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.48844876885414124},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.46155592799186707},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4598134458065033},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4477779269218445},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.4147479236125946},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36914318799972534},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18050482869148254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17812368273735046},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.15752586722373962},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1326705813407898},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10951173305511475},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10263246297836304},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3325112.3325245","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3325112.3325245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual International Conference on Digital Government Research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W654984875","https://openalex.org/W1567491469","https://openalex.org/W1608582246","https://openalex.org/W1915060676","https://openalex.org/W2010168317","https://openalex.org/W2035196713","https://openalex.org/W2552464140","https://openalex.org/W2559909002","https://openalex.org/W2577054283","https://openalex.org/W2582333088","https://openalex.org/W2781500584","https://openalex.org/W2793960396","https://openalex.org/W2896833840","https://openalex.org/W2898205349","https://openalex.org/W2902461985","https://openalex.org/W2908120001","https://openalex.org/W3111357092","https://openalex.org/W3149587126"],"related_works":["https://openalex.org/W2800733988","https://openalex.org/W4390861439","https://openalex.org/W2315130580","https://openalex.org/W2092420848","https://openalex.org/W2927655370","https://openalex.org/W3198250195","https://openalex.org/W4367303911","https://openalex.org/W4393006833","https://openalex.org/W4245701730","https://openalex.org/W2511794504"],"abstract_inverted_index":{"Technical":[0],"and":[1,11,44,58,169,175,182],"organizational":[2],"innovations":[3],"such":[4,53],"as":[5,54],"Open":[6],"Data,":[7],"Internet":[8],"of":[9,28,35,70,84,90,108,145,163],"Things":[10],"Big":[12],"Data":[13],"have":[14],"fueled":[15],"renewed":[16],"interest":[17],"in":[18,21,87,92,115,160,166],"policy":[19,29,42],"analytics":[20],"the":[22,32,68,82,116,143,161,171],"public":[23],"sector.":[24],"This":[25,120],"revamped":[26],"version":[27],"analysis":[30,107],"continues":[31],"long-standing":[33],"tradition":[34],"applying":[36],"statistical":[37],"modeling":[38],"to":[39,67,80,105],"better":[40],"understand":[41],"effects":[43],"decision":[45],"making,":[46],"but":[47,111],"also":[48,139],"incorporates":[49],"other":[50],"computational":[51],"approaches":[52],"artificial":[55],"intelligence":[56],"(AI)":[57],"computer":[59],"simulation.":[60],"Although":[61],"much":[62,77],"attention":[63,79],"has":[64],"been":[65],"given":[66],"development":[69],"capabilities":[71,102],"for":[72,147,177,179],"data":[73,85,100,106,126,130,172],"analysis,":[74],"there":[75],"is":[76,121],"less":[78],"understanding":[81],"role":[83],"management":[86,101],"a":[88],"context":[89],"AI":[91,118,146],"government.":[93],"In":[94],"this":[95,156],"paper,":[96],"we":[97],"argue":[98,140],"that":[99,141],"are":[103,173],"foundational":[104],"any":[109],"kind,":[110],"even":[112],"more":[113],"important":[114],"present":[117],"context.":[119],"so":[122],"because":[123],"without":[124],"proper":[125],"management,":[127],"simply":[128],"acquiring":[129],"or":[131],"systems":[132],"will":[133],"not":[134],"produce":[135],"desired":[136],"outcomes.":[137],"We":[138],"realizing":[142],"potential":[144],"social":[148,157],"good":[149],"relies":[150],"on":[151,155],"investments":[152,159],"specifically":[153],"focused":[154],"outcome,":[158],"processes":[162],"building":[164],"trust":[165],"government":[167],"data,":[168],"ensuring":[170],"ready":[174],"suitable":[176],"use,":[178],"both":[180],"immediate":[181],"future":[183],"uses.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}